ruy | Lightweight rules | Rule Engine library
kandi X-RAY | ruy Summary
kandi X-RAY | ruy Summary
Ruy is a library for defining a set of conditions and evaluating them against a context. Rules are evaluated against a context (the Hash being passed to #call) and return the first outcome that matches. If no outcome matches, the default one is returned. If conditions are not met, the fallback value is returned.
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Top functions reviewed by kandi - BETA
- Returns a string representation of the rule .
- Returns a string representation of an instance .
- Resolve an object from a Hash .
- Adds a dig to the condition
- Add all conditions to the block
- Define a condition
- Adds the conditions to the conditions
- Specify conditions
- Adds a time zone to the given time .
- Adds conditions to the conditions
ruy Key Features
ruy Examples and Code Snippets
Community Discussions
Trending Discussions on ruy
QUESTION
I'm trying to analyze DeepSpeech's (a third-party library that uses TensorFlow and TFLite) performance on android devices and had built it successfully as they mentioned in their docs.
After I read the source codes, I found out that tensorflow uses Google's ruy as the back-end for matrix operations for TFLite. But I also found out that there is support for different GEMM libraries like Eigen and GEMMLOWP in the TFLite source codes.
But I was unable to found a way to use them to build TFLite.
How can I use them instead of ruy?
My build command is almost the same as the one in DeepSpeech docs.
...ANSWER
Answered 2021-Apr-15 at 22:28I haven't tested with the DeepSpeech library compilation but the following bazel flag can disable the RUY to enable the other GEMM libraries for the TensorFlow Lite library compilation through the bazel tool.
QUESTION
I heard from various sources (mostly from the official documents) that Tensorflow Lite (for ARM) uses these three libraries - Ruy, Eigen, XNNPACK - for its operation.
I understand they somehow accelerate the computation (mainly convolution) in TF Lite, but I'm not exactly sure what purpose each library serves. I know Eigen is a BLAS library, but I'm not sure what others are and how they are related to each other in TF Lite.
Would someone care to explain what different purposes they serve and how they are used in conjunction in TF Lite? (Call Stacks maybe?)
I've been looking around the official documentations of each libraries but I was unable to find much details for Ruy and XNNPACK. Ruy says that it provides efficient matrix multiplication, but isn't that what BLAS libraries do?
...ANSWER
Answered 2021-Feb-21 at 19:58Older version of TensorFlow Lite used Eigen and Gemmlowp library to accelerate the computation. However on Arm platforms the performance was worst compared to e.g. Arm Compute Library.
TensorFlow Lite replaced the Eigen and Gemmlowp around version 2.3 and with Ruy matrix multiplication library. They serves similar purpose, but Ruy performs better. The Ruy is default on Arm platform, but you can still compile the TensorFlow Lite without use of Ruy.
XNNPACK outperforms Ruy even more, but it focus solely on operation on float.
Regarding Ruy performance benchmarks check this thread https://github.com/google/ruy/issues/195, and the benchmarks on Pixel4 https://docs.google.com/spreadsheets/d/1CB4gsI7pujNRAf5Iz5vuD783QQqO2zOu8up9IpTKdlU/edit#gid=510573209.
QUESTION
I am following the TinyML book by Pete Warden and Daniel Situnayake on how to deploy neural networks to microcontrollers with TFLite for microcontrollers. They closely follow the instructions at the end of this git repo.
To try and check for errors, they propose testing the code on the development machine(i.e my PC), but when running "make" I get some errors and it does not build.
When running
$ git clone --depth 1 https://github.com/tensorflow/tensorflow.git
and then $ make -f tensorflow/lite/micro/tools/make/Makefile test_hello_world_test
I get the following output:
ANSWER
Answered 2020-Aug-20 at 10:36I still have to open an issue on github as I don't think this is the expected behavior but here is a workaround that allows you to test your TF micro code on your development machine.
First step is heading to the root of the git repo you just cloned. Then, instead of adding the test_
prefix to the target on make, just "make" it as a "normal target":
$ make -f tensorflow/lite/micro/tools/make/Makefile hello_world_test
Depending on the OS you are running, the executable(output) will be in different paths, but just change the windows_x86_64
to your corresponding folder. Now it is time to run the output:
$ tensorflow/lite/micro/tools/make/gen/windows_x86_64/bin/hello_world_test.exe
This returns, as expected:
QUESTION
I am following a tutorial on building an audio classifier here and when reach to the step where I run the sh build.sh I get the cannot find -lc++
error.
Kindly, any advice on how to fix this error would be highly appreciated.
...ANSWER
Answered 2020-Jun-29 at 15:02Replace clang
by clang++
or g++
. Then -lc++
becomes "automagically" linked.
Of course, spend a few days reading the documentation of GCC and of Clang (and of ld
from binutils; since both clang++
and g++
are running ld
). Read carefully about invoking GCC. The order of program arguments to g++
(and also to clang++
) are important.
Since you use GNU make, you obviously need to spend a day reading its documentation.
PS. Budget perhaps a week of work in reading documentation.
QUESTION
I am making an iOS movie app using UIKIT and Swift and I wanted to display the movies in a collectionview but there's some kind of glitch and there are some kind of traingle being diplayed instead of the movie. Could someone please help? Thanks
moviesViewController.swift
...ANSWER
Answered 2020-Mar-17 at 05:05You can do introspection like below.
QUESTION
I have a Google Sheet that contains names of characters, together with corresponding values for the group name, "selected" and attack power. It looks like this:
Sheet1
...ANSWER
Answered 2019-Jun-26 at 20:22paste in F2 cell:
QUESTION
I have one Google Sheet that contains ID-values, together with corresponding Names and Attack power. In another sheet, I want to combine Names and Attack power in the same cell using the ID as a reference - separated with row breaks.
Sheet1
Sheet1 looks like this:
...ANSWER
Answered 2019-Jun-04 at 11:06=ARRAYFORMULA(TEXTJOIN(CHAR(10), 1,
REPT(Sheet1!B:B&" ("&Sheet1!C:C&")", 1*(Sheet1!A:A=A4))))
QUESTION
Dear Stack Overflow Members ...
I try to cover words in PDF. I have choose word: 'informacji' to be deleted from entire PDF file. Problem is that i cannot get the right size of letter: 'j'- in this case.
Someone more clever, could gess what is written behind it.
I have implemented my own class inherited from LocationTextExtractionStrategy
, here is the code:
ANSWER
Answered 2018-Dec-10 at 22:46You use the base line add lower limit of your rectangle:
QUESTION
I am using a dataset from Brazil's municipal elections from 2000 to 2016:
...ANSWER
Answered 2018-Jun-12 at 23:23This is an amended version of my code:
QUESTION
I am new to Ruy on Rails and i am getting this No route matches missing required keys: [:id] error and i do not know how to fix it. I have already tried solutions similar to mine but nothing works.
Here are my models
...ANSWER
Answered 2018-Apr-14 at 13:46You're error is obviously trying to access an edit path without an id. You might wanna take a look at https://apidock.com/rails/ActionView/Helpers/UrlHelper/link_to_if
Or just make the link conditional. Edit path helper won't work if there is no ID on the unpersisted object.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install ruy
On a UNIX-like operating system, using your system’s package manager is easiest. However, the packaged Ruby version may not be the newest one. There is also an installer for Windows. Managers help you to switch between multiple Ruby versions on your system. Installers can be used to install a specific or multiple Ruby versions. Please refer ruby-lang.org for more information.
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